{"id":"W7124159089","doi":"10.5281/zenodo.18239959","title":"Modern Storage for Modern HPC and AI Environments","year":2025,"lang":"","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Advanced Data Storage Technologies","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Xenon Pharmaceuticals (Canada)","funders":"","keywords":"RAID; Computer data storage; Workflow; Storage area network; Server; Flash (photography); Block (permutation group theory); NAND gate; Session (web analytics); Converged storage","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008588306,0.0003443018,0.0003816874,0.0006959059,0.001937187,0.004679617,0.0008835399,0.001433723,0.04180407],"category_scores_gemma":[0.001197169,0.0002857783,0.0002697377,0.001966426,0.00107632,0.009950708,0.003081229,0.001942917,0.008608159],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001494344,"about_ca_system_score_gemma":0.001353625,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001048481,"about_ca_topic_score_gemma":0.001330311,"domain_scores_codex":[0.9993968,0.00008841186,0.00003688346,0.00007658139,0.0003107513,0.00009056339],"domain_scores_gemma":[0.9994455,0.00008693506,0.000032255,0.0001684212,0.0001864151,0.00008044566],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001210639,0.00003114143,0.0006104191,0.0006842371,0.00002800678,0.0001751011,0.0008237807,0.001511946,0.01709047,0.2997677,0.4086587,0.2704975],"study_design_scores_gemma":[0.000006536923,0.00001730236,0.00027681,0.0001713157,0.000006597674,0.0002335903,0.000276932,0.001392519,0.001920556,0.04083241,0.9548453,0.00002017231],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"methods","genre_scores_codex":[0.03022449,0.2465213,0.1633702,0.1153973,0.02432081,0.0001797492,0.003704991,0.01187553,0.4044057],"genre_scores_gemma":[0.2892098,0.1820029,0.1147654,0.01846427,0.01470774,0.0002650027,0.005347848,0.002827678,0.3724095],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.04180407,"threshold_uncertainty_score":0.1398486,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02670027759239734,"score_gpt":0.2558248959927594,"score_spread":0.2291246184003621,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}